no code implementations • 27 Jun 2022 • Chenhan Jin, Kaiwen Zhou, Bo Han, Ming-Chang Yang, James Cheng
In this paper, we resolve this issue and derive the first high-probability bounds for the private stochastic method with clipping.
no code implementations • 28 Apr 2022 • Binghui Xie, Chenhan Jin, Kaiwen Zhou, James Cheng, Wei Meng
Stochastic variance reduced methods have shown strong performance in solving finite-sum problems.
